MLSys Radar

Lambda

Deep learning infrastructure blog covering GPU cloud, training clusters, model deployment, benchmarks, and hardware-oriented AI engineering.

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cloud
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https://lambda.ai/blog
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Lambda · cloud · 2026-06-03

Introducing workspaces for Lambda Cloud

Score 17

Lambda workspaces help teams organize cloud resources, control access, and separate dev, staging, and production in shared GPU environments. A junior researcher kills a production training run. A contractor sees weights they shouldn't. If...

hardware model-release cloud training

Open

High signal Matched: gpu, introducing, weights, cloud, training

Lambda · cloud · 2026-06-01

Unbox one of NVIDIA's first co-packaged optics switches with us. See why we bet on CPO early.

Score 15

When we design large GPU clusters, the network is no longer a background system. It's part of the compute envelope. At the 800G and NVIDIA GB300 NVL72 scale, the back-end fabric accounts for 86% of networking power in a three-layer cluster...

inference serving distributed benchmark hardware model-release rag agents

Open

High signal Matched: generation, token generation, throughput, infiniband, gpu, model, retrieval, agentic

Lambda · cloud · 2026-05-22

DeepSeek V4: the most expected open-source model ever released, and the quietest landing

Score 18

After 15 months of incremental updates, leaks, and rumored leaks, DeepSeek released version 4. It arrived without the fanfare R1 and R1-preview commanded in early 2025. That quiet reception is the most interesting thing about the release....

inference serving benchmark model-release open-source

Open

High signal Matched: inference, serving, performance, cost, release, model, open-source

Lambda · cloud · 2026-05-20

Lambda’s NVIDIA HGX B200 on STAC-AI™ LANG6

Score 18

What the numbers mean for financial services Executive summary Lambda is the first to publish an audited STAC-AI™ LANG6 result on NVIDIA HGX B200, with independently verified performance data that Financial Services Industry (FSI) infrastr...

inference benchmark hardware model-release evals

Open

High signal Matched: inference, generation, performance, gpu, h200, b200, model, evaluating

Lambda · cloud · 2026-04-30

Creating highly efficient agents: 450M tool-calling tokens distilled for post-training from top open-source models

Score 4

Harnesses If you've used Claude Code or Codex, you've used a harness. A harness is the infrastructure layer that wraps an AI coding agent and decides how it operates, what it can touch, and how you measure whether it worked. It's how most...

hardware training agents open-source

Open

Watchlist Matched: gpu, training, post-training, agent, agents, open-source